为肝细胞癌武装 GPC3 CAR-T 细胞:多少才足够,下一步是什么?
Armouring GPC3 CAR T cells for hepatocellular carcinoma: how much is enough and what comes next?
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Multidimensional analysis of tumour immune microenvironment in HCC: prognostic significance and implications for immunotherapy.
Multidimensional analysis of tumour immune microenvironment in HCC: prognostic significance and implications for immunotherapy.
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免疫细胞的组织构成和空间分布对 HCC 的 TIME 具有关键塑造作用,并影响免疫治疗结局。基于 TIS 的模型在预测 HCC 患者免疫治疗反应方面显示出前景,但仍需在更大规模的前瞻性队列中进一步验证。这些免疫细胞群体可作为预后生物标志物和个体化免疫治疗的潜在靶点。
免疫检查点抑制剂(ICIs)联合抗血管生成药物是不可切除肝细胞癌(HCC)患者的标准一线治疗方案。然而,大多数患者未能获得持续的临床获益。新出现的证据强调了免疫治疗疗效与HCC肿瘤免疫微环境(TIME)之间的强关联。因此,本研究旨在表征TIME并开发一种预测患者生存的潜在方法。
我们分析了一个由78例接受ICIs联合抗血管生成治疗的不可切除HCC患者组成的队列。设计了四个多重免疫组化(mIHC)panel,以全面评估肿瘤浸润免疫细胞(TIICs)。应用数字病理学对原始成像数据进行分析,以提取TIME特征,包括TIICs的阳性率和空间分布。随后使用机器学习算法基于TIME相关特征(TIS)构建预测模型。
CD103+和CD103+CD8+T细胞的高阳性率与延长的总生存期(OS)相关。相反,CD8+PD-L1+T细胞的高阳性率与较短的无进展生存期(PFS)相关。CD8+和CD103+T细胞在肿瘤细胞附近更丰富的分布也与更长的OS相关。纳入这些细胞群体的多因素Cox模型显示,较低的TIS与更长的OS和PFS显著相关。
The combination of immune checkpoint inhibitors (ICIs) and anti-angiogenic agents represents the standard first-line therapy for patients with unresectable hepatocellular carcinoma (HCC). However, most patients do not derive sustained clinical benefit. Emerging evidence has underscored a strong association between immunotherapy efficacy and the tumor immune microenvironment (TIME) in HCC. Accordingly, this study aimed to characterize the TIME and develop a potential approach for predicting patient survival.
We analyzed a cohort of 78 patients with unresectable HCC who received ICIs combined with anti-angiogenic therapy. Four multiplex immunohistochemistry (mIHC) panels were designed to comprehensively evaluate tumor-infiltrating immune cells (TIICs). Digital pathology was applied to raw imaging data to extract TIME features, including positive rates and spatial distributions of TIICs. Machine learning algorithms were then used to construct predictive models based on TIME-associated signatures (TIS).
High positive rates of CD103 + and CD103 + CD8 + T cells were associated with prolonged overall survival (OS). Conversely, a high positive rate of CD8 + PD-L1 + T cells correlated with shorter progression-free survival (PFS). A greater abundance of CD8 + and CD103 + T cells in close proximity to tumor cells was also associated with longer OS. Multivariate Cox models incorporating these cell populations demonstrated that a lower TIS was significantly associated with longer OS and PFS.
The composition and spatial distribution of immune cells critically shape the TIME in HCC and influence immunotherapy outcomes. TIS-based models show promise for predicting immunotherapy response in HCC patients, though they require further validation in larger prospective cohorts. These immune cell populations may serve as prognostic biomarkers and potential targets for personalized immunotherapy.
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